Journal paper
49. Roh, S., Jang, S., Song, H.-J. Lim, K. S., Choi, W.-J., & Ryu, J. (2025) A neural network emulator for melting process of hydrometeors in cloud microphysics scheme. IEEE Geoscience and Remote Sensing Letters (submitted)
48. Moon, Y. M., Kang, E.-J. , Song, H.-J., Choi, M., Kim, M., Jang, S., Choi, W.-J. & Ryu, J. (2025) Long-term cloud variations associated with Arctic warming and moistening based on three reanalysis datasets. Advances in Climate Change Research (submitted)
47. Jang, S. Ryu, J., Song, H.-J., Lim, K. S. Park. S.-Y., & Choi, W.-J. (2025) Evaluation of cloud microphysics schemes using a satellite radar simulator over the Oklahoma and Korea regions. GIScience & Remote Sensing (submitted)
46. Koo, J.-H., Lee, S.-J., Lee, T., Lee. D., Yeo, M. J., Park. S.-Y., Song, H.-J., Jeong, S. & Hong, J. (2025) Analysis of methane(CH4) distribution in Northeast Asia based on satellite measurement data. Journal of Korean Society for Atmospheric Environment (submitted) (in Korean with English abstract)
44. Ko, J.-S., Kim, S. H., Jo, J., Jang, S., Song, H.-J., & Lim, K. S (2025). Neural network emulator for the bulk-type cloud microphysics scheme: Application of the melting processes. Expert Systems With Applications (in revision)
44. Kang, E.-J., Sohn, B. J., Kim, W., Noh, Y.-C., Lee. S., Kwon, I.-H., & Song, H.-J. (2025) Impact of Satellite-Based Ice Skin Temperature Initialization on Arctic Winter Forecasts Using the Korean Integrated Model. Geoscience Letters
43. Choi, W.-J., Song, H.-J., Gim, H.-J., Kim, M. & Park, H.-S (2025) K-means classification on the long-term global vegetation index variation. Frontiers in Forests and Global Change
42. Choi, J., Roh, S., Song, H.-J., Baek, S., Choi, M. & Choi, W.-J. (2025) An evaluation of radiation parameterizations in a meso-scale weather prediction model using satellite flux observations. Remote Sensing, 17, 3312. https://doi.org/10.3390/rs17193312
41. Ryu, J., Choi, M., Song, H.-J. & Choi, W.-J. (2025) Contrasting features of cloud and radiative heating from multi-satellite observations over Oklahoma and Korea. International Journal of Applied Earth Observation and Geoinformation, 143, 104832. https://doi.org/10.1016/j.jag.2025.104832
40. Lee, D., Kim. J.-S., Walker, K., Sheese, P., Park, S. S., Choi. T., Park. M., Song, H.-J., & Joo, J.-H. (2025) The influence of Australian bushfire to the upper tropospheric CO and hydrocarbon distribution in the South Pacific. Remote Sensing, 17, 2092. https://doi.org/10.3390/rs17122092
39. Kang, E.-J., Sohn, B. J., Song, H.-J., & Liu, C. (2025). Satellite-estimated microwave emissivity and emission temperature over the Arctic sea ice: ANN-based algorithm. Journal of Geophysical Research: Atmospheres, 130, e2024JD042265. https://doi.org/10.1029/2024JD042265
38. Ju, S.-D., Choi, W.-J., & Song, H.-J. (2024) Critical role of area-weighting on estimated long-term global warming and heat wave trends. AppliedMath, 4, 1618-1628. https://doi.org/10.3390/appliedmath4040086
37. Roh, S, Kim, P. S. & Song, H.-J. (2024). Streamlining hyperparameter optimization for radiation emulator training with automated Sherpa. Geoscience Letters, 11, 19. https://doi.org/10.1186/s40562-024-00336-8
36. Song, H.-J., & Roh, S. (2023). Impact of horizontal resolution on the robustness of radiation emulators in a numerical weather prediction model. Remote Sensing, 15, 2637. https://doi.org/10.3390/rs15102637
35. Song, H.-J. (2023). Long-term variations of cloud top patterns associated with heavy rainfall over the Korean peninsula. Journal of Hydrology: Regional Studies, 46, 101337. https://doi.org/10.1016/j.ejrh.2023.101337
34. Song, H.-J., Roh, S., Lee, J., Nam, G., Yun, E., Yoon, J., & Kim, P. S. (2022). Benefits of stochastic weight averaging in developing neural network radiation scheme for numerical weather prediction. Journal of Advances in Modeling Earth Systems, 14, e2021MS002921. https://doi.org/10.1029/2021MS002921
33. Song, H.-J., & Lim, K. S. (2022). Evaluation of bulk microphysics parameterizations for simulating the vertical structure of heavy rainfall between Korea and the United States. Weather and Climate Extremes, 37, 100490. https://doi.org/10.1016/j.wace.2022.100490
KNU-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
32. Song, H.-J., & Kim, P. S. (2022). Effects of cloud microphysics on the universal performance of neural network radiation scheme. Geophysical Research Letters, 49, e2022GL098601. https://doi.org/10.1029/2022GL098601
31. Kim, P. S., & Song, H.-J. (2022). Usefulness of automatic hyperparameter optimization in developing radiation emulator in a numerical weather prediction model. Atmosphere, 13, 721. https://doi.org/10.3390/atmos13050721
30. Song, H.-J., Roh, S., & Park, H. (2021). Compound parameterization to improve the accuracy of radiation emulator in a numerical weather prediction model. Geophysical Research Letters, 48, e2021GL095043. https://doi.org/10.1029/2021GL095043
29. Song, H.-J., & Roh, S. (2021). Improved weather forecasting using neural network emulation for radiation parameterization. Journal of Advances in Modeling Earth Systems, 13, 2021MS002609. https://doi.org/10.1029/2021MS002609
28. Ningombam, S. S., Song, H.-J., Mugil, S. K., Dumka, U. C., Jarson, E. J. L., Kumar, B., Prabhu, T. P., & Sagar, R. (2021), Evaluation of fractional clear sky over potential astronomical sites. Monthly Notices of the Royal Astronomical Society, 507, 3745-3760. https://doi.org/10.1093/mnras/stab1971
27. Ryu, J.-H., Song, H.-J., Sohn, B. J., & Liu, C. (2021). Global distribution of three types of drop size distribution representing heavy rainfall from GPM/DPR measurements. Geophysical Research Letters, 48, e2020GL090871. https://doi.org/10.1029/2020GL090871
26. Lee, H.-R, Song, H.-J., & Sohn, B. J. (2021), Possible mechanisms of long-term trend of June rainfall over the Korean peninsula. Asia-Pacific Journal of Atmospheric Sciences, 57, 51-62. https://doi.org/10.1007/s13143-019-00170-5
25. Roh, S., & Song, H.-J. (2020). Evaluation of neural network emulations for radiation parameterization in cloud resolving model. Geophysical Research Letters, 47, e2020GL089444. https://doi.org/10.1029/2020GL089444
24. Song, H.-J., Kim, S., Roh, S., & Lee, H. (2020). Difference between cloud top height and storm height for heavy rainfall using TRMM measurements. Journal of the Meteorological Society of Japan, 98, 901-904. https://doi.org/10.2151/jmsj.2020-044
23. Dumka, U. C., Nimgombam, S. S., Kaskaoutis, D. G., Madhavan, B. L., Song, H.-J., Angchuk, D., & Jorphail, S. (2020). Long-term (2008-2018) aerosol properties and radiative effect at high-altitude sites over western trans-Himalayas. Science of the Total Environment, 734, 139354. https://doi.org/10.1016/j.scitotenv.2020.139354
22. Song, H.-J., Kim, S., Lee, H., & Kim, K.-H. (2020). Climatology of tropospheric relative humidity over the Korean peninsula from radiosonde and ECMWF reanalysis. Atmosphere, 11, 704. https://doi.org/10.3390/atmos11070704
21. Sohn, B. J., Ryu, G.-H., & Song, H.-J. (2020). Observational characteristics of warm-type heavy rainfall, In: Levizzani V., Kidd C., Kirschbaum D., Kummerow C., Nakamura K., Turk F. (eds) Satellite Precipitation Measurement. Advances in Global Change Research, vol 69. Springer, Cham, https://doi.org/10.1007/978-3-030-35798-6_15
20. Song, H.-J., & Sohn, B. J. (2020). Polarizing rain types linked to June drought in the Korean peninsula over last 20 years. International Journal of Climatology, 40, 2173-2182. https://doi.org/10.1002/joc.6325
19. Ningombam, S. S., Dumka, U. C., Srivastava, A. K., & Song, H.-J. (2020). Optical and physical properties of aerosols during active fire events occurring in the Indo-Gangetic Plains: Implications for aerosol radiative forcing. Atmospheric Environment, 223, 117225. https://doi.org/10.1016/j.atmosenv.2019.117225
18. Ningombam, S. S., Vemareddy, P., & Song, H.-J. (2020). Effect of lower stratospheric temperature on total ozone column (TOC) during the ozone depletion and recovery phases. Atmospheric Research, 232, 104686. https://doi.org/10.1016/j.atmosres.2019.104686
17. Kim, S., Song, H.-J., & Lee, H. (2019). Mesoscale features and forecasting guidance of heavy rain types over the Korean peninsula. Atmosphere-Korea, 29, 463-480. https://doi.org/10.14191/Atmos.2019.29.4.463 (in Korean with English abstract)
16. Song, H.-J., Lim, B., & Joo, S. (2019). Evaluation of rainfall forecast with heavy rain types in the high-resolution Unified Model over South Korea. Weather and Forecasting, 34, 1277-1293. https://doi.org/10.1175/WAF-D-18-0140.1
15. Ningombam, S. S., Vemareddy, P., & Song, H.-J. (2018). The recent sings of total column ozone recovery over mid-latitudes: The effects of the Montreal Protocol mandate. Journal of Atmospheric and Solar-Terrestrial Physics, 178, 32–46. https://doi.org/10.1016/j.jastp.2018.05.011
14. Song, H.-J., & Sohn, B. J. (2018). An evaluation of WRF microphysics schemes for simulating heavy rain structures over the Korea peninsula. Asia-Pacific Journal of Atmospheric Sciences, 54, 225-236. https://doi.org/10.1007/s13143-018-0006-2
13. Yim, B. Y., Yeh, S.-W., Song, H.-J. , Dommenget, D., & Sohn, B. J. (2017). Land-sea thermal contrast determines the trend of Walker circulation simulated in atmospheric general circulation models. Geophysical Research Letters, 44, 5854–5862. https://doi.org/10.1002/2017GL073778
12. Song, H.-J., Sohn, B. J., Hong, S.-Y., & Hashino, T. (2017). Idealized numerical experiments on the microphysical evolution of warm-type heavy rainfall. Journal of Geophysical Research: Atmospheres, 122, 1685–1699. https://doi.org/10.1002/2016JD025637
11. Shi, H., Lee, S.-S., Chun, H.-W., Song, H.-J., Noh, Y.-C., & Sohn, B. J. (2016). Optical properties of aerosols related to haze events over Seoul inferred from skyradiometer and satellite-borne measurements. Atmosphere-Korea, 26, 289–299. https://doi.org/10.14191/Atmos.2016.26.2.289 (in Korean with English abstract)
10. Sohn, B. J., Lee, S., Chung, E.-S., & Song, H.-J. (2016). The role of the dry static stability for the recent change in the Pacific Walker circulation. Journal of Climate, 29, 2795–2779. https://doi.org/10.1175/JCLI-D-15-0374.1
09. Ningombam, S. S., Jade, S., Shrungeshwara, T. S., & Song, H.-J. (2016). Validation of water vapor retrieval from Moderate Resolution Imaging Spectro-radiometer (MODIS) in near infrared channels using GPS data over IAO-Hanle, in the trans-Himalayan region. Journal of Atmospheric and Solar-Terrestrial Physics, 137, 76–85. https://doi.org/10.1016/j.jastp.2015.11.019
08. Ningombam, S. S., Bagare, S. P., Khatri, P., Sohn, B. J., & Song, H.-J. (2015). Estimation of aerosol radiative forcing over an aged-background aerosol feature during advection and non-advection events using a ground-based data obtained from a Prede Skyradiometer observation. Atmospheric Research, 164–165, 76–83. https://doi.org/10.1016/j.atmosres.2015.05.001
07. Song, H.-J., & Sohn, B. J. (2015). Two heavy rainfall types over the Korean peninsula in the humid East Asian summer environment: A satellite observation study. Monthly Weather Review, 143, 363–382. https://doi.org/10.1175/MWR-D-14-00184.1
06. Ningombam, S. S., Bagare, S. P., Srivastava, A. K., Sohn, B. J., Song, H.-J., & Larson, E. (2014). Aerosol radiative forcing over a high-altitude station Merak, in the trans-Himalayan region during advection of anthropogenic events from the Indo-Gangetic Plain. Atmospheric Environment, 98, 253–259. https://doi.org/10.1016/j.atmosenv.2014.08.061
05. Song, H.-J., Sohn, B. J., Chun, H.-W., Chun, Y., & Lee, S.-S. (2014). Improved cloud screening method for the analysis of sky radiometer measurements and application to Asian dust detection. Journal of the Meteorological Society of Japan, 92A, 167–183. https://doi.org/10.2151/jmsj.2014-A11
04. Sohn, B. J., Ryu, G.-H., Song, H.-J., & Ou, M.-L. (2013). Characteristic features of warm-type rain producing heavy rainfall over the Korean peninsula inferred from TRMM measurements. Monthly Weather Review, 141, 3873–3888. https://doi.org/10.1175/MWR-D-13-00075.1
03. Sohn, B. J., Yeh, S.-W., Schmetz, J., & Song, H.-J. (2013). Observational evidences of Walker circulation changes over the last 30 years contrasting with GCM results. Climate Dynamics, 40, 1721–1732. https://doi.org/1007/s00382-012-1484-z
02. Sohn, B. J., Chun, H.-W., Song, H.-J., Noh, Y.-C., Lee, S.-M., Lee, S.-S., & Chun, Y.-S. (2013). Physical explanation of the weakened brightness temperature difference signal over the Yellow Sea during a dust event: case study for March 15-16, 2009. Asia-Pacific Journal of Atmospheric Sciences, 49(1), 41–48. https://doi.org/10.1007/s13143-013-0005-2
01. Jang, H.-S., Song, H.-J., Chun, H.-W., Sohn, B. J., & Takamura, T. (2011). Validation of MODIS-derived aerosol optical thickness using SKYNET measurements over East Asia. Journal of Korean Earth Science Society, 32(1), 21–32. https://doi.org/10.5467/JKESS.2011.32.1.21 (in Korean with English abstract)
Patent
02. 송환진, 노순영 (2022). 복사 물리 모수화 에뮬레이터의 불확실성을 보정하는 복사 물리 모수화 시스템 및 그의 동작 방법. 국립기상과학원, 제10-2388292호
01. 노순영, 송환진 (2021). 초단기 예보 모델의 복사 물리 모수화를 에뮬레이션 하는 시스템 및 방법. 국립기상과학원, 제10-2218179호
Conference presentation & Seminar (since Sep. 2022)
35. 최원준, 신성열, 김수복, 이순재, 김민관, 송환진, 원격탐사 자료를 활용한 노지 스마트팜 작물의 최적 식생지수 도출 연구, 한국농림기상학회, 2025-12-4~5
34. 송환진, 교육 프로그램 측면에서 학∙군∙관∙연 협력 방안, 대구지방기상청, 2025-11-26
33. 최원준, 신성열, 김수복, 이순재, 송환진, 김민관, 생육기 드론 원격탐사 자료의 식생지수별 생육추정 분석, 한국환경학회, 2025-11-13~15
33. 문영민, 장성빈, 송환진, 위성 관측과 재분석을 활용한 북극 구름 수상체 장기 변화 진단, 한국기상학회, 2025-11-04~07
32. 송환진, 경북대학교 천문대기과학전공 소개 및 기상 진로 로드맵, 기상청 2025년 청소년 기상 진로 특강, 2025-08-12
31. 도유정, 임교선, 오동건, 이정은, 이규원, 송환진, Impact of Modified Auto-conversion Parameterization on the Simulated Shallow Cumulus Clouds, 22nd Annual Meeting of the Asia Oceania Geosciences Society (AOGS 2025), 2025-07-27~08.01
30. 주선대, 최민진, 송환진, CRTM-2.3과 RTTOV-14.0의 AMI 전천 밝기온도 모의 비교, 한국지구과학연합회(KGU) 연례학술대회, 2025-07-07~08
29. 문영민, 장성빈, 송환진, 위성 관측 및 재분석자료 기반 북극 구름 특성 변화, 한국지구과학연합회(KGU) 연례학술대회, 2025-07-07~08
28. 최원준, 문영민, 송환진, 기후변화에 의한 전지구 Chlorophyll-a 변화 경향, 한국지구과학연합회(KGU) 연례학술대회, 2025-07-07~08
27. 송환진, 위성 원격탐사 이론, 2025년 위험기상 여름학교 (위험기상 관측 및 수치모델 개발), 2025-07-01
26. 최원준, 신성열, 김수복, 이인혜, 이정우, 송환진, 김민관, 생육 초기 드론 원격탐사 자료의 식생지수별 생육추정 분석, 한국농림기상학회, 2025-06-24~25
25. 도유정, 임교선, 이준홍, 오동건, 송환진, 이정은, 이규원, 구름미세물리 모수화 방안 내 자동변환 모수화의 변경이 얕은 적운의 모의에 미치는 영향, 한국기상학회, 2025-05-12~13
24. 주선대, 최민진, 송환진, CRTM-2.3과 RTTOV-14.0의 AMI 전천 밝기온도 모의 비교, 한국기상학회, 2025-05-12~13
23. 문영민, 장성빈, 송환진, 위성 관측 및 재분석자료 기반 북극 구름 특성 변화, 한국기상학회, 2025-05-12~13
22. 최지희, 노순영, 송환진, 백성혜, 위성관측자료를 이용한 복사물리모수화 검증, 한국기상학회, 2025-05-12~13
21. 최원준, 문영민, 송환진, 기후변화에 의한 전지구 Chlorophyll-a 변화 경향, 한국기상학회, 2025-05-12~13
20. 송환진, 장성빈, 미국과 한국 지역에 대한 강수⦁구름 연직구조 모의 성능 평가, 한국기상학회, 2025-05-12~13
19. 송환진, 우리나라 강수 구름 특성 및 시사점, 경북대학교 자연과학대학, 2025-05-09
18. 송환진, 한반도 온난형 호우 특성 및 수치예보모델 예측성, 차세대수치예보모델개발사업단, 2025-02-25
17. 최원준, 송환진, 기후변화에 의한 전지구 정규식생지수 변화 유형 구분, 한국농림기상학회, 2024-12-5~6
16. 주선대, 최원준, 송환진, Earth’s curvature effect on long-term global warming and heat wave trends, 한국기상학회, 2024-10-27~30
15. 최원준, 송환진, 기후변화에 의한 전지구 식생지수 다양성 변화 경향, 한국기상학회, 2024-10-27~30
14. 최민진, 송환진, 류지훈, 위성관측기반 한국과 미국 오클라호마 지역의 구름 및 복사 특성 비교 연구, 한국기상학회, 2024-10-27~30
13. 송환진, Characteristic features of warm-type heavy rainfall and their implications, 16th International Conference on Mesoscale Convective Systems (ICMCS-XVI), 2024-10-14~17
12. 송환진, 수치예보모델의 복사물리과정 에뮬레이터 개발, 국립환경과학원 대기질통합예보센터, 2024-09-19
11. 박성준, 최학림, 송환진, 문봉곤, 이재진, 김윤재, 김지영, 이병일, 김세환, Preliminary study on CO2 monitoring hyperspectral spectrometer onboard Korean micro satellites in future, 45th Scientific Assembly of the Committee on Space Research (COSPAR 2024), 2024-07.13~21
10. 송환진, 수치예보모델의 복사물리과정 에뮬레이터 개발, 서울대학교 환경대학원, 2024-06-11
09. 송환진, 한반도 온난형 호우 특성 및 시사점, 대구지방기상청, 2024-04-25
08. 송환진, 과학기계학습을 이용한 극단 기상변화 예측 및 재난위험 맵핑 기술 - 빅데이터 관점, 한계도전 R&D 프로젝트 기술제안토론회, 2024-02-28
07. 송환진, 수치예보모델의 복사물리과정 에뮬레이터 개발, 명지대학교 환경에너지공학과, 2024-01-19
06. 송환진, 수치예보모델의 복사물리과정 에뮬레이터 개발, 서울대학교 지구환경과학부, 2023-05-25
05. 송환진, Characteristics of warm-type heavy rainfall over Korea and their implications, 경북대학교 자연과학대학, 2022-12-13
04. 김박사, 노순영, 송환진, 수치예보모델 신경망 복사 에뮬레이터의 하이퍼파라미터 자동 최적화 실험, GeoAI데이터학회 추계학술대회, 2022-11-15~18
03. 송환진, Recent advances in radiative transfer emulator in WRF model, KMA-NOAA AI workshop, 2022-10-19~21
02. 송환진, 수치예보모델의 복사물리과정 에뮬레이터 개발, 제주대학교 자연과학대학, 2022-09-29
01. 송환진, 한반도 온난형 호우의 특성 및 이에 대한 시사점, 공주대학교 대기과학과, 2022-09-22
Award
13. 2022-07-07, 국립기상과학원 2022년도 상반기 최우수학술상
12. 2021-12-20, 국립기상과학원 2021년도 하반기 우수학술상
11. 2021-12-20, 국립기상과학원 2021년도 하반기 최우수학술상
10. 2021-11-29, 기초연구연합회, 2021년 기초성과 대표사례 4건 선정 (위성관측 및 수치모델을 이용한 한반도 집중호우 구조 규명)
09. 2021-12-17, 행정안전부 2021년 데이터기반행정 활성화 유공 장관표창
08. 2020-12-08, 국립기상과학원 2020년도 하반기 최우수학술상
07. 2020-10-28, 한국기상학회 2020년 젊은대기과학자상
06. 2020-07-13, 국립기상과학원 2020년도 상반기 우수학술상
05. 2020-01-02, 국립기상과학원 2019년도 업무유공 표창
04. 2020-01-02, 국립기상과학원 2019년도 하반기 우수학술상
03. 2015-10-12, 한국기상학회 2015년 최우수학위논문상
02. 2015-08-28, 서울대학교 자연과학대학 2015년도 1학기 최우수 박사학위 논문상
01. 2014-07-16, GEWEX & WCRP 7th International Scientific Conference on the Global Water and Energy Cycle (Netherlands) 우수 발표상